SoftPlusHSGP
============

.. currentmodule:: pymc_marketing.mmm.hsgp

.. autoclass:: SoftPlusHSGP

   
   

   .. rubric:: Methods

   .. autosummary::
      :toctree: classmethods

   
      SoftPlusHSGP.__init__
      SoftPlusHSGP.construct
      SoftPlusHSGP.copy
      SoftPlusHSGP.create_variable
      SoftPlusHSGP.deterministics_to_replace
      SoftPlusHSGP.dict
      SoftPlusHSGP.from_dict
      SoftPlusHSGP.from_orm
      SoftPlusHSGP.json
      SoftPlusHSGP.model_construct
      SoftPlusHSGP.model_copy
      SoftPlusHSGP.model_dump
      SoftPlusHSGP.model_dump_json
      SoftPlusHSGP.model_json_schema
      SoftPlusHSGP.model_parametrized_name
      SoftPlusHSGP.model_post_init
      SoftPlusHSGP.model_rebuild
      SoftPlusHSGP.model_validate
      SoftPlusHSGP.model_validate_json
      SoftPlusHSGP.model_validate_strings
      SoftPlusHSGP.parameterize_from_data
      SoftPlusHSGP.parse_file
      SoftPlusHSGP.parse_obj
      SoftPlusHSGP.parse_raw
      SoftPlusHSGP.plot_curve
      SoftPlusHSGP.register_data
      SoftPlusHSGP.sample_prior
      SoftPlusHSGP.schema
      SoftPlusHSGP.schema_json
      SoftPlusHSGP.to_dict
      SoftPlusHSGP.update_forward_refs
      SoftPlusHSGP.validate
   
   

   
   
   .. rubric:: Attributes

   .. autosummary::
   
      ~SoftPlusHSGP.model_computed_fields
      ~SoftPlusHSGP.model_config
      ~SoftPlusHSGP.model_extra
      ~SoftPlusHSGP.model_fields
      ~SoftPlusHSGP.model_fields_set
      ~SoftPlusHSGP.ls
      ~SoftPlusHSGP.eta
      ~SoftPlusHSGP.L
      ~SoftPlusHSGP.centered
      ~SoftPlusHSGP.drop_first
      ~SoftPlusHSGP.cov_func
      ~SoftPlusHSGP.m
      ~SoftPlusHSGP.X
      ~SoftPlusHSGP.X_mid
      ~SoftPlusHSGP.dims
      ~SoftPlusHSGP.transform
      ~SoftPlusHSGP.demeaned_basis